[docs][tune] remove low value tune examples and references to them (#…

…41348) These examples are out of date or provide low value. Pruning body of examples to improve discovery of high value examples. cc: @pcmoritz @richardliaw @matthewdeng https://docs.ray.io/en/master/tune/examples/dragonfly_example.html https://docs.ray.io/en/master/tune/examples/flaml_example.html https://docs.ray.io/en/master/tune/examples/nevergrad_example.html https://docs.ray.io/en/master/tune/examples/sigopt_example.html https://docs.ray.io/en/master/tune/examples/tune-serve-integration-mnist.html --------- Signed-off-by: angelinalg <122562471+angelinalg@users.noreply.github.com>
ray-project · Nov 27, 2023 · d432bd6 · d432bd6
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diff --git a/doc/source/_toc.yml b/doc/source/_toc.yml
@@ -131,8 +131,6 @@ parts:
                     title: "PyTorch Example"
                   - file: tune/examples/tune-pytorch-lightning
                     title: "PyTorch Lightning Example"
-                  - file: tune/examples/tune-serve-integration-mnist
-                    title: "Ray Serve Example"
                   - file: tune/examples/pbt_ppo_example
                     title: "Ray RLlib Example"
                   - file: tune/examples/tune-xgboost
@@ -157,22 +155,14 @@ parts:
                 sections:
                   - file: tune/examples/ax_example
                     title: "Ax Example"
-                  - file: tune/examples/dragonfly_example
-                    title: "Dragonfly Example"
                   - file: tune/examples/hyperopt_example
                     title: "HyperOpt Example"
                   - file: tune/examples/bayesopt_example
                     title: "Bayesopt Example"
-                  - file: tune/examples/flaml_example
-                    title: "FLAML Example"
                   - file: tune/examples/bohb_example
                     title: "BOHB Example"
-                  - file: tune/examples/nevergrad_example
-                    title: "Nevergrad Example"
                   - file: tune/examples/optuna_example
                     title: "Optuna Example"
-                  - file: tune/examples/sigopt_example
-                    title: "SigOpt Example"
               - file: tune/examples/other-examples
                 title: "Other Examples"
               - file: tune/examples/exercises

diff --git a/doc/source/ray-overview/examples.rst b/doc/source/ray-overview/examples.rst
@@ -333,13 +333,6 @@ Ray Examples
 
         How To Use Tune With Ax
 
-    .. grid-item-card:: :bdg-secondary:`Code example`
-        :class-item: gallery-item tuning
-        :link: /tune/examples/dragonfly_example
-        :link-type: doc
-
-        How To Use Tune With Dragonfly
-
     .. grid-item-card:: :bdg-secondary:`Code example`
         :class-item: gallery-item tuning
         :link: /tune/examples/hyperopt_example
@@ -354,41 +347,20 @@ Ray Examples
 
         How To Use Tune With BayesOpt
 
-    .. grid-item-card:: :bdg-secondary:`Code example`
-        :class-item: gallery-item tuning
-        :link: /tune/examples/flaml_example
-        :link-type: doc
-
-        How To Use Tune With BlendSearch and CFO
-
     .. grid-item-card:: :bdg-secondary:`Code example`
         :class-item: gallery-item tuning
         :link: /tune/examples/bohb_example
         :link-type: doc
 
         How To Use Tune With TuneBOHB
 
-    .. grid-item-card:: :bdg-secondary:`Code example`
-        :class-item: gallery-item tuning
-        :link: /tune/examples/nevergrad_example
-        :link-type: doc
-
-        How To Use Tune With Nevergrad
-
     .. grid-item-card:: :bdg-secondary:`Code example`
         :class-item: gallery-item tuning
         :link: /tune/examples/optuna_example
         :link-type: doc
 
         How To Use Tune With Optuna
 
-    .. grid-item-card:: :bdg-secondary:`Code example`
-        :class-item: gallery-item tuning
-        :link: /tune/examples/sigopt_example
-        :link-type: doc
-
-        How To Use Tune With SigOpt
-
     .. grid-item-card:: :bdg-warning:`Video`
         :class-item: gallery-item tuning serving
         :link: https://www.youtube.com/watch?v=UtH-CMpmxvI
@@ -461,13 +433,6 @@ Ray Examples
 
         How To Tune PyTorch Lightning Models
 
-    .. grid-item-card:: :bdg-secondary:`Code example`
-        :class-item: gallery-item tuning serving tune serve
-        :link: /tune/examples/tune-serve-integration-mnist
-        :link-type: doc
-
-        Model Selection & Serving With Ray Serve
-
     .. grid-item-card:: :bdg-secondary:`Code example`
         :class-item: gallery-item rl tuning serving tune serve
         :link: tune-rllib-example

diff --git a/doc/source/tune/examples/BUILD b/doc/source/tune/examples/BUILD
@@ -22,7 +22,6 @@ py_test_run_all_notebooks(
         "pbt_transformers.ipynb",  # Transformers uses legacy Tune APIs.
         # TODO(justinvyu): tune_sklearn uses removed experiment analysis method
         "tune-sklearn.ipynb",
-        "sigopt_example.ipynb", # REGRESSION: no credentials
     ],
     data = ["//doc/source/tune/examples:tune_examples"],
     tags = ["exclusive", "team:ml"],